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AI Engineering

Embedding-based retrieval indexes

Build and query embedding indexes that return useful source passages.

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Where this chapter sits in the course

Lessons

Chapter 39 of 43 · 6 short lessons · 26 min
  1. 1Document chunking4 min
  2. 2Document embeddings4 min
  3. 3Vector index construction4 min
  4. 4Similarity search and filtering4 min
  5. 5Retrieval quality measurement4 min
  6. 6Challenge: Embedding-based retrieval indexes6 min

What you'll learn

  • Create an embedding index with source metadata
  • Query and evaluate passage retrieval

Your plan from this chapter

It follows the course from here, at your pace, with reviews before you forget.

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